Konstantinos Liagkouras

21 papers B 1C 2Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Artificial Neural Network with Backpropagation, Long Short-Term Memory and Transformer Models for Stock Market Forecasting: An Experimental Study.
IISA
Konstantinos Liagkouras, Kostas S. Metaxiotis
2025 C conf
Random Forest Regression for Stock Market Prediction.
CoDIT
Konstantinos Liagkouras, Konstantinos Metaxiotis
2023 J jnl
Sources of Uncertainty and Risk Quantification Methods in Supply Chain Management: A Literature Study.
Oper. Res. Forum
Konstantinos Liagkouras, Konstantinos Metaxiotis
2022 J jnl
Incorporating environmental and social considerations into the portfolio optimization process.
Ann. Oper. Res.
Konstantinos Liagkouras, Kostas S. Metaxiotis, George A. Tsihrintzis
2021 J jnl
Improving multi-objective algorithms performance by emulating behaviors from the human social analogue in candidate solutions.
Eur. J. Oper. Res.
Konstantinos Liagkouras, Konstantinos Metaxiotis
2019 J jnl
A new three-dimensional encoding multiobjective evolutionary algorithm with application to the portfolio optimization problem.
Knowl. Based Syst.
Konstantinos Liagkouras
2019 J jnl
Improving the performance of evolutionary algorithms: a new approach utilizing information from the evolutionary process and its application to the fuzzy portfolio optimization problem.
Ann. Oper. Res.
Konstantinos Liagkouras, Konstantinos Metaxiotis
2018 J jnl
A new efficiently encoded multiobjective algorithm for the solution of the cardinality constrained portfolio optimization problem.
Ann. Oper. Res.
Konstantinos Liagkouras, Kostas S. Metaxiotis
2018 J jnl
Examining the effect of different configuration issues of the multiobjective evolutionary algorithms on the efficient frontier formulation for the constrained portfolio optimization problem.
J. Oper. Res. Soc.
Konstantinos Liagkouras, Konstantinos Metaxiotis
2018 J jnl
Handling the complexities of the multi-constrained portfolio optimization problem with the support of a novel MOEA.
J. Oper. Res. Soc.
Konstantinos Liagkouras, Konstantinos Metaxiotis
2018 J jnl
Multi-period mean-variance fuzzy portfolio optimization model with transaction costs.
Eng. Appl. Artif. Intell.
Konstantinos Liagkouras, Kostas S. Metaxiotis
2017 J jnl
An experimental analysis of a new two-stage crossover operator for multiobjective optimization.
Soft Comput.
Konstantinos Liagkouras, Kostas S. Metaxiotis
2017 J jnl
Enhancing the performance of MOEAs: an experimental presentation of a new fitness guided mutation operator.
J. Exp. Theor. Artif. Intell.
Konstantinos Liagkouras, Kostas S. Metaxiotis
2016 — —
Novel multiobjective evolutionary algorithm approaches with application in the constrained portfolio optimization
Konstantinos Liagkouras
2015 J jnl
An Experimental Analysis of a New Interval-Based Mutation Operator.
Int. J. Comput. Intell. Appl.
Konstantinos Liagkouras, Konstantinos Metaxiotis
2015 J jnl
Efficient Portfolio Construction with the Use of Multiobjective Evolutionary Algorithms: Best Practices and Performance Metrics.
Int. J. Inf. Technol. Decis. Mak.
Konstantinos Liagkouras, Konstantinos Metaxiotis
2014 J jnl
A new Probe Guided Mutation operator and its application for solving the cardinality constrained portfolio optimization problem.
Expert Syst. Appl.
Konstantinos Liagkouras, Konstantinos Metaxiotis
2013 — conf
A fitness guided mutation operator for improved performance of MOEAs.
ICECS
Konstantinos Metaxiotis, Konstantinos Liagkouras
2013 B conf
An Elitist Polynomial Mutation Operator for Improved Performance of MOEAs in Computer Networks.
ICCCN
Konstantinos Liagkouras, Konstantinos Metaxiotis
2012 C conf
A Comparative Study of Intelligent Techniques for Modern Portfolio Management.
IJCCI
Konstantinos Metaxiotis, Konstantinos Liagkouras
2012 J jnl
Multiobjective Evolutionary Algorithms for Portfolio Management: A comprehensive literature review.
Expert Syst. Appl.
Konstantinos Metaxiotis, Konstantinos Liagkouras